CogniVal in Action: An Interface for Customizable Cognitive Word Embedding Evaluation

Nora Hollenstein, Adrian van der Lek, Ce Zhang


Abstract
We demonstrate the functionalities of the new user interface for CogniVal. CogniVal is a framework for the cognitive evaluation of English word embeddings, which evaluates the quality of the embeddings based on their performance to predict human lexical representations from cognitive language processing signals from various sources. In this paper, we present an easy-to-use command line interface for CogniVal with multiple improvements over the original work, including the possibility to evaluate custom embeddings against custom cognitive data sources.
Anthology ID:
2020.coling-demos.7
Volume:
Proceedings of the 28th International Conference on Computational Linguistics: System Demonstrations
Month:
December
Year:
2020
Address:
Barcelona, Spain (Online)
Venue:
COLING
SIG:
Publisher:
International Committee on Computational Linguistics (ICCL)
Note:
Pages:
34–40
Language:
URL:
https://aclanthology.org/2020.coling-demos.7
DOI:
10.18653/v1/2020.coling-demos.7
Bibkey:
Cite (ACL):
Nora Hollenstein, Adrian van der Lek, and Ce Zhang. 2020. CogniVal in Action: An Interface for Customizable Cognitive Word Embedding Evaluation. In Proceedings of the 28th International Conference on Computational Linguistics: System Demonstrations, pages 34–40, Barcelona, Spain (Online). International Committee on Computational Linguistics (ICCL).
Cite (Informal):
CogniVal in Action: An Interface for Customizable Cognitive Word Embedding Evaluation (Hollenstein et al., COLING 2020)
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PDF:
https://preview.aclanthology.org/paclic-22-ingestion/2020.coling-demos.7.pdf